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AbstractPhil/resonance-model-zoo
resonance-model-zoo is a machine learning model from AbstractPhil. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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Updated Jun 10, 2025
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From the Hugging Face model README
https://github.com/AbstractEyes/nikola
The concept was originally manifested by Nikola Tesla and has seen multiple papers since then from multiple experts, and yet this realm has been left relatively untapped.
This architecture will be primarily bypassing or completely removing standard samplers, schedulers, and even optimizers for many of these tasks, as the models and creations are designed and implemented.
Simply put, these are primarily designed to be self learning with minimal structure applied. They create themselves, they resonate with themselves, they stay hard locked into a form unless dicated by the maker, and their math is based on the concept of resonance through multi-carrier infinites.
This is not quantum, this is not non-determinism. This is a predictable and rational system that is meant to build schedulers to replace schedulers, optimizers to perfect optimizers with the hardware you're on, and systems to conform to the very nature of the elements they encapsulate - all while rapidly learning and inferencing at lignting fast rates.
Now, if I solve the problems of self destructive machines through internal resonant reinforcement, these can be left on indefinitely and will never shatter.